RGo Robotics
RGo Robotics builds AI-powered Perception Engine software that gives mobile robots centimeter-accurate visual localization, mapping, and obstacle detection. It licenses the platform to robotics OEMs in logistics, manufacturing, warehousing, and aerial applications.
- Company typePrivate
- Founded2017
- HeadquartersCambridge, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What RGo Robotics does
RGo Robotics is a Cambridge, MA-headquartered private company (with an R&D center in Caesarea, Israel) that builds artificial perception software for autonomous mobile machines. Its core product, the Perception Engine, is a full-stack software platform that uses cameras, inertial sensors, and AI to deliver centimeter-accurate 6DoF localization, live 3D mapping, obstacle and free-space detection, and object recognition for robots operating indoors and outdoors. The platform runs on low-cost edge silicon, including NVIDIA Jetson Orin and Qualcomm Robotics RB5, and exposes a C++/ROS API.
The company sells primarily through a B2B software-licensing model to robotics OEMs and integrators, offering an Evaluation Kit on a subscription basis and tiered hardware reference designs (Cost Optimized, Standard, Premium) under multi-year perpetual licenses. Its go-to-market combines direct enterprise field sales led by Senior Field Application Engineers with an embedded OEM motion and a broad silicon and channel partner ecosystem (NVIDIA, Qualcomm, ARM, Valens, CHERRY, Intel, Theobroma, Navitec, InOrbit, MEILI Robots, Macnica).
RGo is expanding beyond per-robot perception into site-level Physical AI: the 2025 Intelligent Mapping product compresses commissioning timelines using NVIDIA Isaac Perceptor, and the AI Information Platform/Intelligent Site stack aggregates perception data into a fleet-level intelligence and digital-twin layer. The company has disclosed more than $20 million in seed funding (2022), over $10 million in customer contracts at the time of its stealth exit, deployments at dozens of industrial sites worldwide, and a customer roster that includes wheel.me, Onward Robotics, and Capra Robotics across logistics, manufacturing, and warehouse fulfillment.
RGo Robotics firmographics
Firmographics- Name
- RGo Robotics
- Legal name
- RGo Robotics, Inc.
- Website
- https://rgorobotics.ai
- Company type
- Private
- Founded year
- 2017
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- RGo Robotics builds AI-powered Perception Engine software that gives mobile robots centimeter-accurate visual localization, mapping, and obstacle detection. It licenses the platform to robotics OEMs in logistics, manufacturing, warehousing, and aerial applications.
- Ownership category
- akta.pro rank
RGo Robotics industry classification
Industry- Product category
- Robotics Perception Software
- NAICS
- Software Publishers (5132), Search, Detection, Navigation, Guidance, Aeronautical, and Nautical System and Instrument Manufacturing (334511), Computer Systems Design and Related Services (54151)
- SIC
- Services-Prepackaged Software (7372), Services-Computer Integrated Systems Design (7373), Search, Detection, Navagation, Guidance, Aeronautical Sys (3812)
- akta.pro primary industry
- Robot Software, Autonomy Stacks & Simulation (ROS, digital twins) (HDAAAIAK)
- akta.pro secondary industries
- Robotic Process Automation (RPA) & Digital Robotics (HDAAAIAI), Aerial Robotics (Drones & UAV Autonomy) (HDAAAIAG)
Keywords
Where RGo Robotics is headquartered
LocationHeadquarters
- HQ city
- Cambridge
- HQ country
- United States
- HQ region
- North America
Offices2 records
Markets served
RGo Robotics business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Operations, Marketing or Sales, Infrastructure
Revenue model
- Perception Engine Software Licensing: RGo licenses its Perception Engine software platform to robot manufacturers. The software runs on reference hardware designs or can be licensed for high-volume production where manufacturers source hardware from their preferred vendors. This is a B2B software licensing model targeting robotics OEMs and integrators.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Multi-year contract | Evaluation Kit - Fully integrated system for proof-of-concept testing |
| One time/ perpetual license | Multi-year contract | Cost Optimized Reference Design - For high volume applications |
| One time/ perpetual license | Multi-year contract | Standard Reference Design - For wide variety of applications |
| One time/ perpetual license | Multi-year contract | Premium Reference Design - For demanding applications |
Go-to-market motion3 records
Distribution channels4 records
Marketing channels7 records
RGo Robotics product offering
Product offeringCore offering
RGo Robotics develops and licenses the Perception Engine, a full-stack AI software platform that gives mobile robots human-level visual perception, including 3D localization, live mapping, obstacle and free-space detection, and object recognition. The software runs on low-cost, low-power hardware reference designs (NVIDIA Jetson Orin, Qualcomm Robotics RB5, ARM) and is sold to robotics OEMs and integrators for integration into autonomous mobile robots, UAVs, and outdoor machines.
Product overview
RGo Robotics offers a unified Perception Engine platform that serves as the core technology for enabling mobile machines with human-level visual perception. The platform consists of the Perception Engine (core software platform providing 3D localization, obstacle detection, mapping, and object recognition via visual SLAM and AI), complemented by modular add-ons including Intelligent Mapping (automated site commissioning using NVIDIA Isaac Perceptor), Intelligent Site (enterprise AI Information Platform for digital twins and operational orchestration), and VisionNav (aerial navigation for GPS-denied environments). Hardware support includes reference designs for NVIDIA Jetson Orin and Qualcomm platforms, plus an Evaluation Kit for proof-of-concept testing.
Differentiator
Problem solved
Functional benefit
Brands
- Perception Engine: AI-powered visual SLAM and artificial perception software platform that provides mobile robots with human-level perception capabilities, enabling them to understand complex surroundings and operate autonomously.
- VisionNav
Products and services
- Perception Engine Full-stack software platform that gives mobile robots human-level artificial perception, including 3D localization, live 2D and 3D mapping, obstacle and free-space detection, and object recognition via visual SLAM, AI, and sensor fusion. Sold to robotics OEMs and integrators to embed into AMRs, AGVs, UAVs, and outdoor machines.
- Hardware Reference Designs Pre-configured hardware platforms for deploying the Perception Engine, offered as Cost Optimized (high-volume, low BOM), Standard (wide variety of industrial applications), and Premium (NVIDIA Jetson Orin-based for the most demanding applications) tiers.
- Intelligent Mapping AI-powered site commissioning and mapping solution that automatically generates 3D and semantic site maps using NVIDIA GPU-accelerated nvblox and the Perception Engine, reducing deployment time from months to weeks for mobile robot fleets.
- AI Information Platform Enterprise intelligence platform delivering real-time and aggregated location-aware spatial information (geometric and semantic) generated by RGo-powered machines, pre-integrated with the NVIDIA ecosystem for digital twins, AI automation, and natural-language orchestration.
- Intelligent Site Site intelligence solution powered by the AI Information Platform that bridges the real-to-simulation gap by continuously updating digital twins, enabling AI-powered decisions for machines and operators, and providing a natural language interface for operational orchestration.
- VisionNav Vision-based localization and navigation system for aerial platforms that enables drones, UAVs, and autonomous aircraft to navigate in GPS-denied and communications-denied environments by continuously analyzing onboard camera data with no pre-mapping dependency.
- Evaluation Kit Fully integrated testing system with convenient connectors that lets robotics OEMs and integrators efficiently evaluate the Perception Engine and run proofs-of-concept before committing to volume production.
Companies that use RGo Robotics
Customer profileNamed customers3 records
Segments4 records
Ideal customer profiles1 record
RGo Robotics technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration10 records
AI capability9 records
Feature10 records
RGo Robotics partnerships and signals
Strategic signalPartnerships
Eleven partnerships are on record, tiered core, strategic and supporting.
- Qualcomm TechnologiescoreRGo implemented Perception Engine on Qualcomm Robotics RB5 development kit and SoCs. The combined solution enables manufacturers to quickly develop smarter robots with reliable localization. Qualcomm provides compute power, power efficiency, and connectivity for edge computer vision applications.
- Valens SemiconductorstrategicStrategic collaboration announced between Valens Semiconductor, RGo Robotics, and CHERRY Embedded Solutions to advance the design of AI robotic systems. Partnership focuses on optimized AI robotic systems design.
- NVIDIAcoreRGo's Perception Engine is certified to run on NVIDIA Jetson Orin system-on-modules. RGo integrates NVIDIA Isaac Perceptor acceleration libraries into its Intelligent Mapping solution for AI-powered automation deployment. The collaboration enables mobile robot manufacturers to leverage NVIDIA's cutting-edge AI capabilities combined with RGo's perception technology.
- ARMsupportingARM technology used in RGo's reference hardware designs and system architecture for low-power, cost-effective deployment.
- CHERRY Embedded SolutionsstrategicCollaboration with Valens Semiconductor and RGo Robotics for optimized AI robotic systems design.
- Theobroma SystemssupportingRGo partnered with Theobroma Systems to make Perception Engine machine vision software available on Theobroma's JAGUAR board, providing an integrated solution for robotics applications.
- IntelsupportingPartnership announced at MODEX 2024 where Intel supports RGo Perception Engine machine vision software, enabling broader deployment options.
- NavitecsupportingNavitec partnered with RGo for mixed fleet coordination, integrating non-autonomous assets (human-operated forklifts, tuggers, and personnel) into comprehensive fleet management solutions.
- InOrbitsupportingInOrbit robot operations platform listed as partner, enabling integration with RGo's perception technology for fleet management and operations.
- MEILI RobotssupportingMEILI Robots listed as partner for potential integration and ecosystem collaboration.
- MacnicasupportingMacnica listed as partner, providing distribution and integration support in Asian markets.
Scale indicators4 records
Recent moves6 records
Expansion highlights5 records
RGo Robotics competitors and assessment
Company assessmentBroad incumbents
- Qualcomm (Robotics platforms): Supplies Robotics RB5 and other SoCs that RGo integrates with. Operates broadly in mobile robotics silicon and reference designs, creating both partnership leverage and platform-leverage risk for RGo.
- SICK AG: Established German manufacturer of industrial sensors and LiDAR-based safety/navigation systems. Broad incumbent in the perception and localization sensor market that RGo's software-defined camera approach is displacing for AMRs.
- NVIDIA (Isaac Robotics platform): Provides Jetson edge AI SoMs, Isaac Perceptor, Isaac Sim, and Omniverse — the compute and reference software stack that RGo's Perception Engine runs on. Both ecosystem partner and potential competitor as NVIDIA expands its own perception offerings.
- Mobileye: Vision-based advanced driver-assistance and autonomy leader, owned by Intel. Operates broadly in computer vision and localization at scale, with overlapping technology (visual SLAM, sensor fusion) targeting mobility and robotic platforms.
Direct peers
- Brain Corp: San Diego-based autonomy platform for commercial robots, providing perception, localization, and fleet management for AMRs deployed in retail, warehousing, and manufacturing. Directly comparable in target customer and use case.
- SLAMcore: UK-based startup building visual SLAM and spatial AI software for robots and drones. Direct competitor in software-only perception stacks that target robotics OEMs with camera-first localization.
- Locus Robotics: Major AMR vendor for warehouse fulfillment with its own perception and navigation stack. Comparable as a customer/competitor in the warehouse AMR segment where RGo's technology is being deployed.
- Mobile Industrial Robots (MiR): Manufacturer of autonomous mobile robots for logistics and manufacturing, owned by Teradyne. Operates in the same end markets and use cases targeted by RGo's OEM customers, with in-house perception and navigation capabilities.
- Tangram Vision: Provides perception, sensor calibration, and sensor fusion software for robotics and autonomous systems. Comparable as a software infrastructure layer enabling mobile robot perception, with overlapping customer base of robot OEMs.
Emerging players
- Skydio: US-based autonomous drone manufacturer with strong visual SLAM and obstacle-avoidance capabilities, serving defense, commercial, and public safety markets. Comparable to RGo's VisionNav product line in GPS-denied aerial autonomy.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks6 records
Key highlights7 records
Customer concentration
RGo Robotics social profiles
Digital presenceRGo Robotics financial estimates
Financial estimateRevenue estimate
Valuation estimate
RGo Robotics leadership team
Management profileNumber of profiles
Profiles9 records
RGo Robotics funding detail
Funding detailFunding overview
Funding rounds3 records
Investors5 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
RGo Robotics M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about RGo Robotics
What does RGo Robotics do?
RGo Robotics develops and licenses the Perception Engine, a full-stack AI software platform that gives mobile robots human-level visual perception, including 3D localization, live mapping, obstacle and free-space detection, and object recognition. The software runs on low-cost, low-power hardware reference designs (NVIDIA Jetson Orin, Qualcomm Robotics RB5, ARM) and is sold to robotics OEMs and integrators for integration into autonomous mobile robots, UAVs, and outdoor machines.
Is RGo Robotics a public or private company?
RGo Robotics is a private company. It is classified as venture growth investor backed and is currently operating.
When was RGo Robotics founded?
RGo Robotics was founded in 2017. It employs 11 to 50 people.
Where is RGo Robotics based?
RGo Robotics is headquartered in Cambridge, United States, in the North America region.
How does RGo Robotics make money?
One revenue line is on record: perception Engine Software Licensing.
Who are RGo Robotics's main competitors?
Broad incumbents on record are Qualcomm (Robotics platforms), SICK AG, NVIDIA (Isaac Robotics platform) and Mobileye. Direct peers are Brain Corp, SLAMcore, Locus Robotics, Mobile Industrial Robots (MiR) and Tangram Vision. Skydio is listed as an emerging player.
Does RGo Robotics have an API?
Yes. Perception Engine provides perception data over its API. This data is consumed by the robot control system for path planning and autonomous behaviors. The reference design supports multiple communication protocols including CAN bus and Ethernet. The API can be accessed via C++, UDP, or ROS1/2 Wrapper.
What industry is RGo Robotics in?
RGo Robotics's product category is Robotics Perception Software. Its primary akta.pro industry code is HDAAAIAK, Robot Software, Autonomy Stacks & Simulation (ROS, digital twins), with a secondary code of HDAAAIAI, Robotic Process Automation (RPA) & Digital Robotics. Its NAICS code is 5132 and its SIC code is 7372.